{"action":"created","issue":{"url":"https://api.github.com/repos/ai-se/LAS-Phishing/issues/2","repository_url":"https://api.github.com/repos/ai-se/LAS-Phishing","labels_url":"https://api.github.com/repos/ai-se/LAS-Phishing/issues/2/labels{/name}","comments_url":"https://api.github.com/repos/ai-se/LAS-Phishing/issues/2/comments","events_url":"https://api.github.com/repos/ai-se/LAS-Phishing/issues/2/events","html_url":"https://github.com/ai-se/LAS-Phishing/issues/2","id":206098977,"number":2,"title":"Baseline results","user":{"login":"amritbhanu","id":3458568,"avatar_url":"https://avatars.githubusercontent.com/u/3458568?v=3","gravatar_id":"","url":"https://api.github.com/users/amritbhanu","html_url":"https://github.com/amritbhanu","followers_url":"https://api.github.com/users/amritbhanu/followers","following_url":"https://api.github.com/users/amritbhanu/following{/other_user}","gists_url":"https://api.github.com/users/amritbhanu/gists{/gist_id}","starred_url":"https://api.github.com/users/amritbhanu/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/amritbhanu/subscriptions","organizations_url":"https://api.github.com/users/amritbhanu/orgs","repos_url":"https://api.github.com/users/amritbhanu/repos","events_url":"https://api.github.com/users/amritbhanu/events{/privacy}","received_events_url":"https://api.github.com/users/amritbhanu/received_events","type":"User","site_admin":false},"labels":[{"id":535108556,"url":"https://api.github.com/repos/ai-se/LAS-Phishing/labels/UCI%20Phishing","name":"UCI Phishing","color":"fef2c0","default":false}],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":1,"created_at":"2017-02-08T05:18:14Z","updated_at":"2017-02-08T16:39:52Z","closed_at":null,"body":"## Experiment\r\n- Comparison against 7 learners: linear svm, rbf svm, LR, 8-NN, NB, RF, DR.\r\n- 5 evaluation measures\r\n- 25 repeats. 20% training and 80% testing.\r\n\r\n## Results\r\n- All Features\r\n![file](https://github.com/ai-se/LAS-Phishing/raw/master/results/Graph.png)\r\n\r\n- Feature selections from weka: Prefix_Suffix, having_Sub_Domain, SSLfinal_State, Request_URL, URL_of_Anchor, Links_in_tags, SFH, web_traffic and Google_Index\r\n![file](https://github.com/ai-se/LAS-Phishing/raw/master/results/Graph_less.png)\r\n"},"comment":{"url":"https://api.github.com/repos/ai-se/LAS-Phishing/issues/comments/278382668","html_url":"https://github.com/ai-se/LAS-Phishing/issues/2#issuecomment-278382668","issue_url":"https://api.github.com/repos/ai-se/LAS-Phishing/issues/2","id":278382668,"user":{"login":"amritbhanu","id":3458568,"avatar_url":"https://avatars.githubusercontent.com/u/3458568?v=3","gravatar_id":"","url":"https://api.github.com/users/amritbhanu","html_url":"https://github.com/amritbhanu","followers_url":"https://api.github.com/users/amritbhanu/followers","following_url":"https://api.github.com/users/amritbhanu/following{/other_user}","gists_url":"https://api.github.com/users/amritbhanu/gists{/gist_id}","starred_url":"https://api.github.com/users/amritbhanu/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/amritbhanu/subscriptions","organizations_url":"https://api.github.com/users/amritbhanu/orgs","repos_url":"https://api.github.com/users/amritbhanu/repos","events_url":"https://api.github.com/users/amritbhanu/events{/privacy}","received_events_url":"https://api.github.com/users/amritbhanu/received_events","type":"User","site_admin":false},"created_at":"2017-02-08T16:39:52Z","updated_at":"2017-02-08T16:39:52Z","body":"- Important Attributes:\r\n   - Prefix_Suffix, having_Sub_Domain, SSLfinal_State, Request_URL, URL_of_Anchor,  Links_in_tags, SFH, web_traffic and Google_Index\r\n\r\n![file](https://github.com/ai-se/LAS-Phishing/raw/master/dataset/phishing.png)"}}
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